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SocialCircuits: the art of using mobile phones for modeling personal interactions
We describe SocialCircuits, a platform capable of measuring the face-to-face and phone-based communication network of a real-world community. This platform uses commodity mobile phones to measure social ties between individuals, and uses long and short ...
Word-of-mouth algorithms: what you don't know will hurt you
Word-of-mouth communication has been shown to play a key role in a variety of environments such as viral marketing and churn prediction. A family of algorithms, generally known as information spreading algorithms has been developed to model such ...
Predicting remote versus collocated group interactions using nonverbal cues
This paper addresses two problems: Firstly, the problem of classifying remote and collocated small-group working meetings, and secondly, the problem of identifying the remote participant, using in both cases nonverbal behavioral cues. Such classifiers ...
Sensor-based organizational engineering
We propose the use of wearable and environmental sensors to capture and model social interactions in the workplace, combined with data mining techniques and social network analysis for organizational engineering applications. By combining behavioral ...
Studying communication in agile software development: a research framework and pilot study
Agile software development practices have gained significant importance during last few years as a methodology for implementing software projects. At the same time, software businesses have started to exploit the potential of global software development,...
Interaction pattern and motif mining method for doctor-patient multi-modal dialog analysis
We propose a bottom-up analysis method of multi-modal dialogue interaction with a pattern and motif mining method to summarize such interviews as between doctors and patients for medical diagnosis. Our aim is to generate a hierarchical model of the ...